Vektis Postal Code 2017

Dataset statistics

Number of variables	27
Number of observations	136916
Missing cells	3
Missing cells (%)	< 0.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	28.2 MiB
Average record size in memory	216.0 B

Variable types

Categorical	2
Numeric	25

Alerts

`LEEFTIJDSKLASSE` has a high cardinality: 91 distinct values	High cardinality
`AANTAL_BSN` is highly overall correlated with `AANTAL_VERZEKERDEJAREN` and 13 other fields	High correlation
`AANTAL_VERZEKERDEJAREN` is highly overall correlated with `AANTAL_BSN` and 14 other fields	High correlation
`KOSTEN_MEDISCH_SPECIALISTISCHE_ZORG` is highly overall correlated with `AANTAL_BSN` and 14 other fields	High correlation
`KOSTEN_FARMACIE` is highly overall correlated with `AANTAL_BSN` and 12 other fields	High correlation
`KOSTEN_SPECIALISTISCHE_GGZ` is highly overall correlated with `AANTAL_BSN` and 4 other fields	High correlation
`KOSTEN_HUISARTS_INSCHRIJFTARIEF` is highly overall correlated with `AANTAL_BSN` and 16 other fields	High correlation
`KOSTEN_HUISARTS_CONSULT` is highly overall correlated with `AANTAL_BSN` and 14 other fields	High correlation
`KOSTEN_HUISARTS_MDZ` is highly overall correlated with `KOSTEN_MEDISCH_SPECIALISTISCHE_ZORG` and 7 other fields	High correlation
`KOSTEN_HUISARTS_OVERIG` is highly overall correlated with `AANTAL_BSN` and 14 other fields	High correlation
`KOSTEN_HULPMIDDELEN` is highly overall correlated with `AANTAL_BSN` and 11 other fields	High correlation
`KOSTEN_MONDZORG` is highly overall correlated with `AANTAL_VERZEKERDEJAREN` and 3 other fields	High correlation
`KOSTEN_PARAMEDISCHE_ZORG_FYSIOTHERAPIE` is highly overall correlated with `AANTAL_BSN` and 9 other fields	High correlation
`KOSTEN_PARAMEDISCHE_ZORG_OVERIG` is highly overall correlated with `AANTAL_BSN` and 6 other fields	High correlation
`KOSTEN_ZIEKENVERVOER_ZITTEND` is highly overall correlated with `KOSTEN_MEDISCH_SPECIALISTISCHE_ZORG` and 1 other fields	High correlation
`KOSTEN_ZIEKENVERVOER_LIGGEND` is highly overall correlated with `KOSTEN_MEDISCH_SPECIALISTISCHE_ZORG` and 9 other fields	High correlation
`KOSTEN_KRAAMZORG` is highly overall correlated with `KOSTEN_VERLOSKUNDIGE_ZORG`	High correlation
`KOSTEN_VERLOSKUNDIGE_ZORG` is highly overall correlated with `KOSTEN_KRAAMZORG`	High correlation
`KOSTEN_GENERALISTISCHE_BASIS_GGZ` is highly overall correlated with `AANTAL_BSN` and 2 other fields	High correlation
`KOSTEN_GRENSOVERSCHRIJDENDE_ZORG` is highly overall correlated with `AANTAL_BSN` and 6 other fields	High correlation
`KOSTEN_GERIATRISCHE_REVALIDATIEZORG` is highly overall correlated with `KOSTEN_ZIEKENVERVOER_LIGGEND` and 1 other fields	High correlation
`KOSTEN_VERPLEGING_EN_VERZORGING` is highly overall correlated with `KOSTEN_MEDISCH_SPECIALISTISCHE_ZORG` and 6 other fields	High correlation
`KOSTEN_OVERIG` is highly overall correlated with `KOSTEN_MEDISCH_SPECIALISTISCHE_ZORG` and 6 other fields	High correlation
`GESLACHT` is highly overall correlated with `AANTAL_BSN` and 5 other fields	High correlation
`LEEFTIJDSKLASSE` is highly overall correlated with `AANTAL_BSN` and 5 other fields	High correlation
`AANTAL_BSN` is highly skewed (γ1 = 359.9627084)	Skewed
`AANTAL_VERZEKERDEJAREN` is highly skewed (γ1 = 339.5691361)	Skewed
`KOSTEN_MEDISCH_SPECIALISTISCHE_ZORG` is highly skewed (γ1 = 52.17140102)	Skewed
`KOSTEN_FARMACIE` is highly skewed (γ1 = 29.41423327)	Skewed
`KOSTEN_SPECIALISTISCHE_GGZ` is highly skewed (γ1 = 27.03511978)	Skewed
`KOSTEN_HUISARTS_INSCHRIJFTARIEF` is highly skewed (γ1 = 190.2163179)	Skewed
`KOSTEN_HUISARTS_CONSULT` is highly skewed (γ1 = 44.70295717)	Skewed
`KOSTEN_HUISARTS_OVERIG` is highly skewed (γ1 = 195.4210711)	Skewed
`KOSTEN_ZIEKENVERVOER_LIGGEND` is highly skewed (γ1 = 80.99502686)	Skewed
`KOSTEN_GENERALISTISCHE_BASIS_GGZ` is highly skewed (γ1 = 26.69994527)	Skewed
`KOSTEN_GRENSOVERSCHRIJDENDE_ZORG` is highly skewed (γ1 = 366.9142618)	Skewed
`KOSTEN_SPECIALISTISCHE_GGZ` has 52814 (38.6%) zeros	Zeros
`KOSTEN_HUISARTS_MDZ` has 11082 (8.1%) zeros	Zeros
`KOSTEN_HULPMIDDELEN` has 6525 (4.8%) zeros	Zeros
`KOSTEN_MONDZORG` has 27688 (20.2%) zeros	Zeros
`KOSTEN_PARAMEDISCHE_ZORG_FYSIOTHERAPIE` has 29337 (21.4%) zeros	Zeros
`KOSTEN_PARAMEDISCHE_ZORG_OVERIG` has 22856 (16.7%) zeros	Zeros
`KOSTEN_ZIEKENVERVOER_ZITTEND` has 88328 (64.5%) zeros	Zeros
`KOSTEN_ZIEKENVERVOER_LIGGEND` has 32887 (24.0%) zeros	Zeros
`KOSTEN_KRAAMZORG` has 119707 (87.4%) zeros	Zeros
`KOSTEN_VERLOSKUNDIGE_ZORG` has 118983 (86.9%) zeros	Zeros
`KOSTEN_GENERALISTISCHE_BASIS_GGZ` has 75148 (54.9%) zeros	Zeros
`KOSTEN_LANGDURIGE_GGZ` has 134601 (98.3%) zeros	Zeros
`KOSTEN_GRENSOVERSCHRIJDENDE_ZORG` has 53547 (39.1%) zeros	Zeros
`KOSTEN_EERSTELIJNS_ONDERSTEUNING` has 58122 (42.5%) zeros	Zeros
`KOSTEN_GERIATRISCHE_REVALIDATIEZORG` has 113073 (82.6%) zeros	Zeros
`KOSTEN_VERPLEGING_EN_VERZORGING` has 63022 (46.0%) zeros	Zeros
`KOSTEN_OVERIG` has 48825 (35.7%) zeros	Zeros

Reproduction

Analysis started	2023-03-17 09:47:09.928401
Analysis finished	2023-03-17 09:49:04.087898
Duration	1 minute and 54.16 seconds
Software version	ydata-profiling v0.0.dev0
Download configuration	config.json

GESLACHT
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	1
Missing (%)	< 0.1%
Memory size	1.0 MiB

V	68671
M	68244

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	136915
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	M
2nd row	M
3rd row	M
4th row	M
5th row	M

Common Values

Value	Count	Frequency (%)
V	68671	50.2%
M	68244	49.8%
(Missing)	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
v	68671	50.2%
m	68244	49.8%

Most occurring characters

Value	Count	Frequency (%)
V	68671	50.2%
M	68244	49.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	136915	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
V	68671	50.2%
M	68244	49.8%

Most occurring scripts

Value	Count	Frequency (%)
Latin	136915	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
V	68671	50.2%
M	68244	49.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	136915	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
V	68671	50.2%
M	68244	49.8%

LEEFTIJDSKLASSE
Categorical

HIGH CARDINALITY HIGH CORRELATION

Distinct	91
Distinct (%)	0.1%
Missing	1
Missing (%)	< 0.1%
Memory size	1.0 MiB

54	1562
57	1559
48	1559
50	1558
55	1558
Other values (86)	129119

Length

Max length	3
Median length	2
Mean length	1.8997334
Min length	1

Characters and Unicode

Total characters	260102
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
54	1562	1.1%
57	1559	1.1%
48	1559	1.1%
50	1558	1.1%
55	1558	1.1%
52	1558	1.1%
47	1557	1.1%
60	1556	1.1%
51	1556	1.1%
49	1556	1.1%
Other values (81)	121336	88.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
54	1562	1.1%
48	1559	1.1%
57	1559	1.1%
50	1558	1.1%
52	1558	1.1%
55	1558	1.1%
47	1557	1.1%
60	1556	1.1%
51	1556	1.1%
49	1556	1.1%
Other values (81)	121336	88.6%

Most occurring characters

Value	Count	Frequency (%)
5	29124	11.2%
1	29067	11.2%
6	29022	11.2%
4	29012	11.2%
3	28759	11.1%
2	28743	11.1%
7	28500	11.0%
8	26575	10.2%
0	15142	5.8%
9	14724	5.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	258668	99.4%
Math Symbol	1434	0.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	29124	11.3%
1	29067	11.2%
6	29022	11.2%
4	29012	11.2%
3	28759	11.1%
2	28743	11.1%
7	28500	11.0%
8	26575	10.3%
0	15142	5.9%
9	14724	5.7%

Math Symbol

Value	Count	Frequency (%)
+	1434	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	260102	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	29124	11.2%
1	29067	11.2%
6	29022	11.2%
4	29012	11.2%
3	28759	11.1%
2	28743	11.1%
7	28500	11.0%
8	26575	10.2%
0	15142	5.8%
9	14724	5.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	260102	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	29124	11.2%
1	29067	11.2%
6	29022	11.2%
4	29012	11.2%
3	28759	11.1%
2	28743	11.1%
7	28500	11.0%
8	26575	10.2%
0	15142	5.8%
9	14724	5.7%

POSTCODE_3
Real number (ℝ)

Distinct	794
Distinct (%)	0.6%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	541.17856

Minimum	0
Maximum	999
Zeros	182
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	0
5-th percentile	144
Q1	318
median	539
Q3	763
95-th percentile	955
Maximum	999
Range	999
Interquartile range (IQR)	445

Descriptive statistics

Standard deviation	258.22974
Coefficient of variation (CV)	0.47716181
Kurtosis	-1.1671681
Mean	541.17856
Median Absolute Deviation (MAD)	223
Skewness	0.035766181
Sum	74095462
Variance	66682.597
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
487	182	0.1%
721	182	0.1%
947	182	0.1%
723	182	0.1%
462	182	0.1%
461	182	0.1%
724	182	0.1%
725	182	0.1%
456	182	0.1%
727	182	0.1%
Other values (784)	135095	98.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	182	0.1%
101	182	0.1%
102	182	0.1%
103	182	0.1%
104	16	< 0.1%
105	182	0.1%
106	182	0.1%
107	182	0.1%
108	182	0.1%
109	182	0.1%

Value	Count	Frequency (%)
999	166	0.1%
998	182	0.1%
997	172	0.1%
996	176	0.1%
995	180	0.1%
994	171	0.1%
993	182	0.1%
992	84	0.1%
991	174	0.1%
990	182	0.1%

AANTAL_BSN
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	1126
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	127.83875

Minimum	10
Maximum	356551
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	10
5-th percentile	16
Q1	41
median	82
Q3	163
95-th percentile	381
Maximum	356551
Range	356541
Interquartile range (IQR)	122

Descriptive statistics

Standard deviation	972.15351
Coefficient of variation (CV)	7.6045294
Kurtosis	131972.19
Mean	127.83875
Median Absolute Deviation (MAD)	50
Skewness	359.96271
Sum	17503170
Variance	945082.45
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19	1161	0.8%
21	1148	0.8%
29	1147	0.8%
28	1140	0.8%
22	1140	0.8%
20	1137	0.8%
18	1133	0.8%
33	1128	0.8%
35	1127	0.8%
30	1123	0.8%
Other values (1116)	125532	91.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10	1022	0.7%
11	1034	0.8%
12	1078	0.8%
13	1066	0.8%
14	1066	0.8%
15	1081	0.8%
16	1095	0.8%
17	1102	0.8%
18	1133	0.8%
19	1161	0.8%

Value	Count	Frequency (%)
356551	1	< 0.1%
2311	1	< 0.1%
2292	1	< 0.1%
2232	1	< 0.1%
2130	1	< 0.1%
2125	1	< 0.1%
2097	1	< 0.1%
2020	1	< 0.1%
2019	1	< 0.1%
1982	1	< 0.1%

AANTAL_VERZEKERDEJAREN
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	34846
Distinct (%)	25.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	124.52548

Minimum	3.09
Maximum	196219.74
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	3.09
5-th percentile	15.27
Q1	40
median	81
Q3	160.34
95-th percentile	376.0325
Maximum	196219.74
Range	196216.65
Interquartile range (IQR)	120.34

Descriptive statistics

Standard deviation	545.37184
Coefficient of variation (CV)	4.3796005
Kurtosis	122082.86
Mean	124.52548
Median Absolute Deviation (MAD)	50
Skewness	339.56914
Sum	17049530
Variance	297430.44
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12	749	0.5%
11	738	0.5%
19	718	0.5%
21	710	0.5%
15	707	0.5%
10	704	0.5%
16	703	0.5%
14	701	0.5%
13	689	0.5%
18	682	0.5%
Other values (34836)	129815	94.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3.09	1	< 0.1%
3.95	1	< 0.1%
4.1	1	< 0.1%
4.33	1	< 0.1%
4.47	1	< 0.1%
4.55	1	< 0.1%
4.6	1	< 0.1%
4.7	1	< 0.1%
4.71	1	< 0.1%
4.75	2	< 0.1%

Value	Count	Frequency (%)
196219.74	1	< 0.1%
2220.62	1	< 0.1%
2191.36	1	< 0.1%
2130.01	1	< 0.1%
2047.13	1	< 0.1%
2044.54	1	< 0.1%
2015.59	1	< 0.1%
1935.15	1	< 0.1%
1920.07	1	< 0.1%
1888.45	1	< 0.1%

KOSTEN_MEDISCH_SPECIALISTISCHE_ZORG
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	136549
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	165218.8

Minimum	-7777
Maximum	46978767
Zeros	19
Zeros (%)	< 0.1%
Negative	1
Negative (%)	< 0.1%
Memory size	1.0 MiB

Quantile statistics

Minimum	-7777
5-th percentile	6303.62
Q1	32441.967
median	88496.32
Q3	215527.94
95-th percentile	576265.55
Maximum	46978767
Range	46986544
Interquartile range (IQR)	183085.97

Descriptive statistics

Standard deviation	246118.06
Coefficient of variation (CV)	1.4896492
Kurtosis	9567.9535
Mean	165218.8
Median Absolute Deviation (MAD)	68699.18
Skewness	52.171401
Sum	2.2621098 × 10¹⁰
Variance	6.0574099 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	19	< 0.1%
9678.78	2	< 0.1%
178377	2	< 0.1%
10727.73	2	< 0.1%
47971.66	2	< 0.1%
14471.36	2	< 0.1%
12525.43	2	< 0.1%
14029.62	2	< 0.1%
12914.14	2	< 0.1%
174692.61	2	< 0.1%
Other values (136539)	136879	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-7777	1	< 0.1%
0	19	< 0.1%
12.52	1	< 0.1%
23	1	< 0.1%
25.71	1	< 0.1%
31.35	1	< 0.1%
32.76	1	< 0.1%
38.36	1	< 0.1%
39.38	1	< 0.1%
48.52	1	< 0.1%

Value	Count	Frequency (%)
46978766.76	1	< 0.1%
4462180.08	1	< 0.1%
4142347.5	1	< 0.1%
3839430.5	1	< 0.1%
3616606.71	1	< 0.1%
3608489.09	1	< 0.1%
3254328.15	1	< 0.1%
3132180.45	1	< 0.1%
3086536	1	< 0.1%
2956602.55	1	< 0.1%

KOSTEN_FARMACIE
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	134842
Distinct (%)	98.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	33974.632

Minimum	14.11
Maximum	8368957.1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	14.11
5-th percentile	906.0675
Q1	4957.82
median	15929.88
Q3	43154.03
95-th percentile	125922.99
Maximum	8368957.1
Range	8368943
Interquartile range (IQR)	38196.21

Descriptive statistics

Standard deviation	54331.6
Coefficient of variation (CV)	1.5991814
Kurtosis	4067.4161
Mean	33974.632
Median Absolute Deviation (MAD)	13287.735
Skewness	29.414233
Sum	4.6516707 × 10⁹
Variance	2.9519227 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1102.83	3	< 0.1%
913.71	3	< 0.1%
2911.12	3	< 0.1%
7758.7	3	< 0.1%
1991.88	3	< 0.1%
263.26	3	< 0.1%
2217.62	3	< 0.1%
6247.63	3	< 0.1%
15623.32	3	< 0.1%
2447.93	3	< 0.1%
Other values (134832)	136886	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
14.11	1	< 0.1%
14.14	1	< 0.1%
14.16	1	< 0.1%
14.32	1	< 0.1%
14.98	1	< 0.1%
15	1	< 0.1%
16.26	1	< 0.1%
16.32	1	< 0.1%
16.83	1	< 0.1%
19.87	1	< 0.1%

Value	Count	Frequency (%)
8368957.11	1	< 0.1%
1231629.74	1	< 0.1%
1166271.42	1	< 0.1%
1147381.84	1	< 0.1%
1015539.56	1	< 0.1%
970984.66	1	< 0.1%
927593.72	1	< 0.1%
923080.7	1	< 0.1%
904922.34	1	< 0.1%
892637.9	1	< 0.1%

KOSTEN_SPECIALISTISCHE_GGZ
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	69094
Distinct (%)	50.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21524.512

Minimum	-66348.6
Maximum	7669881.8
Zeros	52814
Zeros (%)	38.6%
Negative	5
Negative (%)	< 0.1%
Memory size	1.0 MiB

Quantile statistics

Minimum	-66348.6
5-th percentile	0
Q1	0
median	2561.32
Q3	19746.377
95-th percentile	108695.9
Maximum	7669881.8
Range	7736230.4
Interquartile range (IQR)	19746.377

Descriptive statistics

Standard deviation	51905.62
Coefficient of variation (CV)	2.4114655
Kurtosis	3468.2366
Mean	21524.512
Median Absolute Deviation (MAD)	2561.32
Skewness	27.03512
Sum	2.9470501 × 10⁹
Variance	2.6941934 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	52814	38.6%
616.73	181	0.1%
1109.94	163	0.1%
2502.32	145	0.1%
1028.98	125	0.1%
2500.54	106	0.1%
2450.72	98	0.1%
585.66	93	0.1%
635.02	88	0.1%
320.74	87	0.1%
Other values (69084)	83016	60.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-66348.6	1	< 0.1%
-56879.22	1	< 0.1%
-28221.91	1	< 0.1%
-17118.93	1	< 0.1%
-15556.56	1	< 0.1%
0	52814	38.6%
26.95	1	< 0.1%
95.8	1	< 0.1%
99.88	1	< 0.1%
102.26	1	< 0.1%

Value	Count	Frequency (%)
7669881.83	1	< 0.1%
1160281.64	1	< 0.1%
910582.08	1	< 0.1%
890716.44	1	< 0.1%
857109.74	1	< 0.1%
847733.64	1	< 0.1%
830797.11	1	< 0.1%
810819	1	< 0.1%
808372.35	1	< 0.1%
775105.51	1	< 0.1%

KOSTEN_HUISARTS_INSCHRIJFTARIEF
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	35375
Distinct (%)	25.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8055.8898

Minimum	59.96
Maximum	3973069.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	59.96
5-th percentile	1074
Q1	2698.2
median	5456.36
Q3	10611.45
95-th percentile	23699.993
Maximum	3973069.5
Range	3973009.5
Interquartile range (IQR)	7913.25

Descriptive statistics

Standard deviation	13390.557
Coefficient of variation (CV)	1.662207
Kurtosis	56149.538
Mean	8055.8898
Median Absolute Deviation (MAD)	3327.78
Skewness	190.21632
Sum	1.1029802 × 10⁹
Variance	1.7930701 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
719.52	529	0.4%
659.56	488	0.4%
1259.16	483	0.4%
1019.32	477	0.3%
1139.24	474	0.3%
1199.2	469	0.3%
959.36	465	0.3%
899.4	453	0.3%
1319.12	452	0.3%
599.6	446	0.3%
Other values (35365)	132180	96.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
59.96	1	< 0.1%
104.93	1	< 0.1%
149.9	2	< 0.1%
164.89	8	< 0.1%
179.88	6	< 0.1%
194.87	7	< 0.1%
196.54	1	< 0.1%
209.86	11	< 0.1%
211.53	1	< 0.1%
224.85	6	< 0.1%

Value	Count	Frequency (%)
3973069.45	1	< 0.1%
133923.66	1	< 0.1%
130108.5	1	< 0.1%
127593.25	1	< 0.1%
121932.84	1	< 0.1%
119787.76	1	< 0.1%
118717.95	1	< 0.1%
116719.14	1	< 0.1%
109312.39	1	< 0.1%
108843.81	1	< 0.1%

KOSTEN_HUISARTS_CONSULT
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	95969
Distinct (%)	70.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5202.9354

Minimum	0
Maximum	1261062.7
Zeros	38
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	0
5-th percentile	429.185
Q1	1440.44
median	3217.68
Q3	6764.4125
95-th percentile	16346.91
Maximum	1261062.7
Range	1261062.7
Interquartile range (IQR)	5323.9725

Descriptive statistics

Standard deviation	7016.1062
Coefficient of variation (CV)	1.34849
Kurtosis	7525.289
Mean	5202.9354
Median Absolute Deviation (MAD)	2165.86
Skewness	44.702957
Sum	7.123651 × 10⁸
Variance	49225747
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	38	< 0.1%
198.49	22	< 0.1%
249.27	20	< 0.1%
272.36	20	< 0.1%
337	19	< 0.1%
355.45	19	< 0.1%
332.37	19	< 0.1%
226.2	19	< 0.1%
360.07	18	< 0.1%
300.04	18	< 0.1%
Other values (95959)	136704	99.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	38	< 0.1%
1.75	1	< 0.1%
2	1	< 0.1%
2.48	3	< 0.1%
2.92	1	< 0.1%
3.12	2	< 0.1%
3.4	1	< 0.1%
3.5	1	< 0.1%
3.8	1	< 0.1%
4.62	17	< 0.1%

Value	Count	Frequency (%)
1261062.66	1	< 0.1%
236449.85	1	< 0.1%
166311.62	1	< 0.1%
150052.21	1	< 0.1%
144627.1	1	< 0.1%
144054.24	1	< 0.1%
137037.69	1	< 0.1%
118429.84	1	< 0.1%
118425.91	1	< 0.1%
117121.59	1	< 0.1%

KOSTEN_HUISARTS_MDZ
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	102579
Distinct (%)	74.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4141.7536

Minimum	0
Maximum	793129.65
Zeros	11082
Zeros (%)	8.1%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	168.6
median	1474.31
Q3	5177.05
95-th percentile	17146.29
Maximum	793129.65
Range	793129.65
Interquartile range (IQR)	5008.45

Descriptive statistics

Standard deviation	7124.6244
Coefficient of variation (CV)	1.7201951
Kurtosis	1113.4781
Mean	4141.7536
Median Absolute Deviation (MAD)	1453.43
Skewness	12.896496
Sum	5.6707234 × 10⁸
Variance	50760272
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11082	8.1%
0.22	177	0.1%
22.82	160	0.1%
0.33	157	0.1%
41.82	137	0.1%
414.48	124	0.1%
235	122	0.1%
0.26	121	0.1%
3.2	121	0.1%
0.55	112	0.1%
Other values (102569)	124603	91.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11082	8.1%
0.11	68	< 0.1%
0.12	2	< 0.1%
0.13	26	< 0.1%
0.16	6	< 0.1%
0.17	6	< 0.1%
0.18	17	< 0.1%
0.2	2	< 0.1%
0.21	4	< 0.1%
0.22	177	0.1%

Value	Count	Frequency (%)
793129.65	1	< 0.1%
148980.28	1	< 0.1%
134874.46	1	< 0.1%
116405.58	1	< 0.1%
107586.71	1	< 0.1%
98644.7	1	< 0.1%
96674.67	1	< 0.1%
87317.59	1	< 0.1%
84933.97	1	< 0.1%
81301.22	1	< 0.1%

KOSTEN_HUISARTS_OVERIG
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	128820
Distinct (%)	94.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6182.3304

Minimum	-236.47
Maximum	3402557.1
Zeros	0
Zeros (%)	0.0%
Negative	1
Negative (%)	< 0.1%
Memory size	1.0 MiB

Quantile statistics

Minimum	-236.47
5-th percentile	725.16
Q1	1980.7975
median	3995.355
Q3	7954.2975
95-th percentile	18781
Maximum	3402557.1
Range	3402793.5
Interquartile range (IQR)	5973.5

Descriptive statistics

Standard deviation	11369.879
Coefficient of variation (CV)	1.8390928
Kurtosis	58158.583
Mean	6182.3304
Median Absolute Deviation (MAD)	2480.33
Skewness	195.42107
Sum	8.4645995 × 10⁸
Variance	1.2927416 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3563.21	4	< 0.1%
3999	4	< 0.1%
4844.22	4	< 0.1%
2232.35	4	< 0.1%
1770.46	4	< 0.1%
2543.64	4	< 0.1%
1342.71	4	< 0.1%
1966.38	4	< 0.1%
4802.8	4	< 0.1%
1038.09	4	< 0.1%
Other values (128810)	136876	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-236.47	1	< 0.1%
31.38	1	< 0.1%
70.32	1	< 0.1%
72.26	1	< 0.1%
82.15	1	< 0.1%
82.43	1	< 0.1%
84.36	1	< 0.1%
87.57	1	< 0.1%
87.71	1	< 0.1%
89.85	1	< 0.1%

Value	Count	Frequency (%)
3402557.07	1	< 0.1%
192792.03	1	< 0.1%
161228.24	1	< 0.1%
143081.98	1	< 0.1%
137433.24	1	< 0.1%
136809.62	1	< 0.1%
117383.66	1	< 0.1%
111467.95	1	< 0.1%
110544.05	1	< 0.1%
107780.39	1	< 0.1%

KOSTEN_HULPMIDDELEN
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	119605
Distinct (%)	87.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10638.331

Minimum	0
Maximum	1675945.1
Zeros	6525
Zeros (%)	4.8%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	0
5-th percentile	6.4075
Q1	1028.1325
median	5060.01
Q3	13791.972
95-th percentile	39410.215
Maximum	1675945.1
Range	1675945.1
Interquartile range (IQR)	12763.84

Descriptive statistics

Standard deviation	16990.324
Coefficient of variation (CV)	1.5970855
Kurtosis	755.64183
Mean	10638.331
Median Absolute Deviation (MAD)	4713.01
Skewness	12.122831
Sum	1.4565577 × 10⁹
Variance	2.886711 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	6525	4.8%
29.1	838	0.6%
30.55	285	0.2%
23.5	273	0.2%
58.2	173	0.1%
30.71	141	0.1%
29.42	131	0.1%
46	126	0.1%
32.33	118	0.1%
59.65	86	0.1%
Other values (119595)	128220	93.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6525	4.8%
0.18	1	< 0.1%
0.19	1	< 0.1%
0.2	3	< 0.1%
0.21	2	< 0.1%
0.24	1	< 0.1%
0.26	1	< 0.1%
0.27	2	< 0.1%
0.29	1	< 0.1%
0.31	2	< 0.1%

Value	Count	Frequency (%)
1675945.12	1	< 0.1%
706827.19	1	< 0.1%
543395.35	1	< 0.1%
461447.34	1	< 0.1%
454747.29	1	< 0.1%
436153.56	1	< 0.1%
412941.03	1	< 0.1%
412223.07	1	< 0.1%
405370.9	1	< 0.1%
405047.17	1	< 0.1%

KOSTEN_MONDZORG
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	95906
Distinct (%)	70.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5379.1956

Minimum	-444.08
Maximum	938749.29
Zeros	27688
Zeros (%)	20.2%
Negative	20
Negative (%)	< 0.1%
Memory size	1.0 MiB

Quantile statistics

Minimum	-444.08
5-th percentile	0
Q1	144.4775
median	1653.65
Q3	5704.5075
95-th percentile	22786.168
Maximum	938749.29
Range	939193.37
Interquartile range (IQR)	5560.03

Descriptive statistics

Standard deviation	11338.419
Coefficient of variation (CV)	2.1078279
Kurtosis	395.02844
Mean	5379.1956
Median Absolute Deviation (MAD)	1653.65
Skewness	9.6610261
Sum	7.3649794 × 10⁸
Variance	1.2855974 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	27688	20.2%
84.98	267	0.2%
20.44	222	0.2%
74.19	198	0.1%
40.88	128	0.1%
61.32	90	0.1%
59.53	79	0.1%
162.55	75	0.1%
120.3	75	0.1%
156.31	70	0.1%
Other values (95896)	108024	78.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-444.08	1	< 0.1%
-441.9	1	< 0.1%
-83.5	13	< 0.1%
-82.88	1	< 0.1%
-48.02	1	< 0.1%
-46.85	1	< 0.1%
-35.75	1	< 0.1%
-15.03	1	< 0.1%
0	27688	20.2%
0.01	2	< 0.1%

Value	Count	Frequency (%)
938749.29	1	< 0.1%
271261.5	1	< 0.1%
270464.06	1	< 0.1%
265425.58	1	< 0.1%
261961.26	1	< 0.1%
255148.13	1	< 0.1%
254949.17	1	< 0.1%
234917.24	1	< 0.1%
232668.48	1	< 0.1%
226923.05	1	< 0.1%

KOSTEN_PARAMEDISCHE_ZORG_FYSIOTHERAPIE
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	76018
Distinct (%)	55.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3625.3103

Minimum	0
Maximum	340085.91
Zeros	29337
Zeros (%)	21.4%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	171
median	1768.425
Q3	4883.5
95-th percentile	13733.587
Maximum	340085.91
Range	340085.91
Interquartile range (IQR)	4712.5

Descriptive statistics

Standard deviation	5253.3449
Coefficient of variation (CV)	1.4490746
Kurtosis	139.11742
Mean	3625.3103
Median Absolute Deviation (MAD)	1768.425
Skewness	4.8664849
Sum	4.9636298 × 10⁸
Variance	27597633
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	29337	21.4%
29.5	131	0.1%
28.5	119	0.1%
59	98	0.1%
85.5	97	0.1%
57	93	0.1%
88.5	91	0.1%
206.5	89	0.1%
32.75	89	0.1%
29.25	86	0.1%
Other values (76008)	106686	77.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	29337	21.4%
7.12	1	< 0.1%
9.05	1	< 0.1%
10	1	< 0.1%
12.65	1	< 0.1%
15	1	< 0.1%
16	2	< 0.1%
16.6	1	< 0.1%
17.5	1	< 0.1%
17.86	2	< 0.1%

Value	Count	Frequency (%)
340085.91	1	< 0.1%
121763.26	1	< 0.1%
92821.35	1	< 0.1%
88719.4	1	< 0.1%
79761.98	1	< 0.1%
75395.72	1	< 0.1%
74152.85	1	< 0.1%
73666.86	1	< 0.1%
70915.7	1	< 0.1%
70697	1	< 0.1%

KOSTEN_PARAMEDISCHE_ZORG_OVERIG
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	74302
Distinct (%)	54.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1736.7396

Minimum	-46.02
Maximum	258441.47
Zeros	22856
Zeros (%)	16.7%
Negative	2
Negative (%)	< 0.1%
Memory size	1.0 MiB

Quantile statistics

Minimum	-46.02
5-th percentile	0
Q1	122.045
median	518.47
Q3	1514.2375
95-th percentile	6435.145
Maximum	258441.47
Range	258487.49
Interquartile range (IQR)	1392.1925

Descriptive statistics

Standard deviation	5016.9489
Coefficient of variation (CV)	2.8887169
Kurtosis	247.18961
Mean	1736.7396
Median Absolute Deviation (MAD)	518.47
Skewness	11.488014
Sum	2.3778743 × 10⁸
Variance	25169776
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	22856	16.7%
176.88	512	0.4%
178.8	455	0.3%
186	422	0.3%
93	376	0.3%
88.44	375	0.3%
117.92	358	0.3%
180	344	0.3%
89.4	302	0.2%
124	300	0.2%
Other values (74292)	110616	80.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-46.02	1	< 0.1%
-28.9	1	< 0.1%
0	22856	16.7%
3.88	1	< 0.1%
8.94	1	< 0.1%
9	3	< 0.1%
9.68	1	< 0.1%
9.92	3	< 0.1%
10	1	< 0.1%
10.22	1	< 0.1%

Value	Count	Frequency (%)
258441.47	1	< 0.1%
219682.47	1	< 0.1%
207652.46	1	< 0.1%
184182.51	1	< 0.1%
168919.61	1	< 0.1%
165150.9	1	< 0.1%
154776.24	1	< 0.1%
142722.86	1	< 0.1%
141009.93	1	< 0.1%
131540.9	1	< 0.1%

KOSTEN_ZIEKENVERVOER_ZITTEND
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	33337
Distinct (%)	24.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	760.08146

Minimum	-114.92
Maximum	136850
Zeros	88328
Zeros (%)	64.5%
Negative	3
Negative (%)	< 0.1%
Memory size	1.0 MiB

Quantile statistics

Minimum	-114.92
5-th percentile	0
Q1	0
median	0
Q3	412.985
95-th percentile	4466.335
Maximum	136850
Range	136964.92
Interquartile range (IQR)	412.985

Descriptive statistics

Standard deviation	2134.0316
Coefficient of variation (CV)	2.8076354
Kurtosis	162.84722
Mean	760.08146
Median Absolute Deviation (MAD)	0
Skewness	7.0258945
Sum	1.0406731 × 10⁸
Variance	4554091
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	88328	64.5%
68	53	< 0.1%
0.8	46	< 0.1%
101.6	45	< 0.1%
28.8	42	< 0.1%
12	40	< 0.1%
236	39	< 0.1%
202.4	38	< 0.1%
404	35	< 0.1%
14.4	34	< 0.1%
Other values (33327)	48216	35.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-114.92	1	< 0.1%
-100	1	< 0.1%
-39.12	1	< 0.1%
0	88328	64.5%
0.01	1	< 0.1%
0.04	1	< 0.1%
0.05	1	< 0.1%
0.06	1	< 0.1%
0.12	1	< 0.1%
0.15	2	< 0.1%

Value	Count	Frequency (%)
136850	1	< 0.1%
46078.71	1	< 0.1%
42960.97	1	< 0.1%
41745.03	1	< 0.1%
41298.8	1	< 0.1%
40493.05	1	< 0.1%
39954.89	1	< 0.1%
39794.51	1	< 0.1%
39333.8	1	< 0.1%
39110.92	1	< 0.1%

KOSTEN_ZIEKENVERVOER_LIGGEND
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	34449
Distinct (%)	25.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4087.4063

Minimum	0
Maximum	1863993.8
Zeros	32887
Zeros (%)	24.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	509.39
median	1781.67
Q3	5094.565
95-th percentile	15605.573
Maximum	1863993.8
Range	1863993.8
Interquartile range (IQR)	4585.175

Descriptive statistics

Standard deviation	8478.1134
Coefficient of variation (CV)	2.0742037
Kurtosis	16981.064
Mean	4087.4063
Median Absolute Deviation (MAD)	1781.67
Skewness	80.995027
Sum	5.5963132 × 10⁸
Variance	71878407
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	32887	24.0%
697.89	903	0.7%
721.29	901	0.7%
693.99	829	0.6%
729.09	799	0.6%
701.79	774	0.6%
736.89	764	0.6%
713.49	762	0.6%
717.39	759	0.6%
705.69	743	0.5%
Other values (34439)	96795	70.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	32887	24.0%
6.24	1	< 0.1%
7.6	1	< 0.1%
18.44	1	< 0.1%
23.68	1	< 0.1%
32.16	1	< 0.1%
34.74	1	< 0.1%
57.36	1	< 0.1%
59.04	1	< 0.1%
70	1	< 0.1%

Value	Count	Frequency (%)
1863993.75	1	< 0.1%
334469.07	1	< 0.1%
277647.96	1	< 0.1%
246295.68	1	< 0.1%
227647.73	1	< 0.1%
203302.08	1	< 0.1%
196771.07	1	< 0.1%
196004.54	1	< 0.1%
189897.13	1	< 0.1%
189817.37	1	< 0.1%

KOSTEN_KRAAMZORG
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	15582
Distinct (%)	11.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2159.7611

Minimum	-144.51
Maximum	923607.73
Zeros	119707
Zeros (%)	87.4%
Negative	1
Negative (%)	< 0.1%
Memory size	1.0 MiB

Quantile statistics

Minimum	-144.51
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	11973.157
Maximum	923607.73
Range	923752.24
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	10594.811
Coefficient of variation (CV)	4.9055474
Kurtosis	528.74078
Mean	2159.7611
Median Absolute Deviation (MAD)	0
Skewness	13.042078
Sum	2.9570586 × 10⁸
Variance	1.1225001 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	119707	87.4%
21.64	223	0.2%
86.53	122	0.1%
43.27	100	0.1%
108.16	85	0.1%
104.89	62	< 0.1%
40	52	< 0.1%
10	38	< 0.1%
43.29	32	< 0.1%
30	25	< 0.1%
Other values (15572)	16470	12.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-144.51	1	< 0.1%
0	119707	87.4%
2.1	1	< 0.1%
8.25	1	< 0.1%
8.32	12	< 0.1%
8.55	1	< 0.1%
10	38	< 0.1%
16.23	1	< 0.1%
18.32	1	< 0.1%
21.63	4	< 0.1%

Value	Count	Frequency (%)
923607.73	1	< 0.1%
342528.49	1	< 0.1%
340512.79	1	< 0.1%
323931.42	1	< 0.1%
277844.88	1	< 0.1%
276128.64	1	< 0.1%
272066.02	1	< 0.1%
267206.27	1	< 0.1%
258922.27	1	< 0.1%
249634.91	1	< 0.1%

KOSTEN_VERLOSKUNDIGE_ZORG
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	14541
Distinct (%)	10.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1534.488

Minimum	-152.78
Maximum	845092.35
Zeros	118983
Zeros (%)	86.9%
Negative	1
Negative (%)	< 0.1%
Memory size	1.0 MiB

Quantile statistics

Minimum	-152.78
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	7889.535
Maximum	845092.35
Range	845245.13
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	8216.9225
Coefficient of variation (CV)	5.3548299
Kurtosis	1013.1146
Mean	1534.488
Median Absolute Deviation (MAD)	0
Skewness	18.26861
Sum	2.1009597 × 10⁸
Variance	67517815
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	118983	86.9%
294.18	290	0.2%
36.48	200	0.1%
1563.06	89	0.1%
1636.02	85	0.1%
1599.54	81	0.1%
43.77	78	0.1%
211.54	77	0.1%
167.77	68	< 0.1%
72.96	62	< 0.1%
Other values (14531)	16903	12.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-152.78	1	< 0.1%
0	118983	86.9%
27.63	8	< 0.1%
34.8	2	< 0.1%
36.48	200	0.1%
42.03	2	< 0.1%
43.62	13	< 0.1%
43.77	78	0.1%
46.22	1	< 0.1%
47.09	2	< 0.1%

Value	Count	Frequency (%)
845092.35	1	< 0.1%
333279.3	1	< 0.1%
326058.55	1	< 0.1%
321894.7	1	< 0.1%
305078.57	1	< 0.1%
253928.23	1	< 0.1%
249941.54	1	< 0.1%
241222.06	1	< 0.1%
237421.58	1	< 0.1%
235764.89	1	< 0.1%

KOSTEN_GENERALISTISCHE_BASIS_GGZ
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	29818
Distinct (%)	21.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1534.6378

Minimum	-218.41
Maximum	526191.06
Zeros	75148
Zeros (%)	54.9%
Negative	2
Negative (%)	< 0.1%
Memory size	1.0 MiB

Quantile statistics

Minimum	-218.41
5-th percentile	0
Q1	0
median	0
Q3	1686.58
95-th percentile	7315.235
Maximum	526191.06
Range	526409.47
Interquartile range (IQR)	1686.58

Descriptive statistics

Standard deviation	3650.8531
Coefficient of variation (CV)	2.3789673
Kurtosis	3180.7882
Mean	1534.6378
Median Absolute Deviation (MAD)	0
Skewness	26.699945
Sum	2.1011646 × 10⁸
Variance	13328729
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	75148	54.9%
1262.82	2028	1.5%
1199.68	1122	0.8%
1136.54	905	0.7%
1165.48	895	0.7%
805.34	707	0.5%
1212.31	701	0.5%
765.07	660	0.5%
724.81	607	0.4%
192.92	521	0.4%
Other values (29808)	53622	39.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-218.41	1	< 0.1%
-100.32	1	< 0.1%
0	75148	54.9%
4.6	1	< 0.1%
12.86	1	< 0.1%
18.63	1	< 0.1%
35.92	1	< 0.1%
44.29	1	< 0.1%
58.5	1	< 0.1%
59.34	1	< 0.1%

Value	Count	Frequency (%)
526191.06	1	< 0.1%
114056.4	1	< 0.1%
105632.97	1	< 0.1%
105581.3	1	< 0.1%
99291.36	1	< 0.1%
96471.45	1	< 0.1%
93100.25	1	< 0.1%
92134.18	1	< 0.1%
87265.94	1	< 0.1%
83322.56	1	< 0.1%

KOSTEN_LANGDURIGE_GGZ
Real number (ℝ)

Distinct	2031
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1069.9804

Minimum	0
Maximum	590133.67
Zeros	134601
Zeros (%)	98.3%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	590133.67
Range	590133.67
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	11172.989
Coefficient of variation (CV)	10.442238
Kurtosis	381.10338
Mean	1069.9804
Median Absolute Deviation (MAD)	0
Skewness	16.266098
Sum	1.4649743 × 10⁸
Variance	1.2483569 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	134601	98.3%
87191.2	26	< 0.1%
87906.6	23	< 0.1%
88618.35	21	< 0.1%
144295.45	10	< 0.1%
87913.9	8	< 0.1%
89330.1	8	< 0.1%
79679.5	7	< 0.1%
85055.95	7	< 0.1%
143025.25	7	< 0.1%
Other values (2021)	2198	1.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	134601	98.3%
216.47	1	< 0.1%
239.47	1	< 0.1%
477.76	1	< 0.1%
478.94	1	< 0.1%
479.72	1	< 0.1%
482.64	1	< 0.1%
483.04	1	< 0.1%
519.96	1	< 0.1%
604.77	1	< 0.1%

Value	Count	Frequency (%)
590133.67	1	< 0.1%
475537.49	1	< 0.1%
448251.02	1	< 0.1%
427507.44	1	< 0.1%
415939.05	1	< 0.1%
413689.14	1	< 0.1%
402215.01	1	< 0.1%
378518.77	1	< 0.1%
376641.25	1	< 0.1%
376625.25	1	< 0.1%

KOSTEN_GRENSOVERSCHRIJDENDE_ZORG
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	64331
Distinct (%)	47.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2240.297

Minimum	-378.77
Maximum	38535043
Zeros	53547
Zeros (%)	39.1%
Negative	1
Negative (%)	< 0.1%
Memory size	1.0 MiB

Quantile statistics

Minimum	-378.77
5-th percentile	0
Q1	0
median	98.35
Q3	839.0575
95-th percentile	9513.81
Maximum	38535043
Range	38535422
Interquartile range (IQR)	839.0575

Descriptive statistics

Standard deviation	104431.15
Coefficient of variation (CV)	46.614867
Kurtosis	135381.91
Mean	2240.297
Median Absolute Deviation (MAD)	98.35
Skewness	366.91426
Sum	3.067325 × 10⁸
Variance	1.0905865 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	53547	39.1%
27.63	455	0.3%
25	336	0.2%
50	292	0.2%
27.65	167	0.1%
55.27	151	0.1%
100	145	0.1%
60	140	0.1%
40	132	0.1%
80	116	0.1%
Other values (64321)	81435	59.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-378.77	1	< 0.1%
0	53547	39.1%
0.1	2	< 0.1%
0.12	1	< 0.1%
0.14	1	< 0.1%
0.3	1	< 0.1%
0.59	1	< 0.1%
0.62	1	< 0.1%
0.75	1	< 0.1%
0.79	1	< 0.1%

Value	Count	Frequency (%)
38535043.17	1	< 0.1%
565883.31	1	< 0.1%
390986.86	1	< 0.1%
381327.75	1	< 0.1%
341457.94	1	< 0.1%
315654.54	1	< 0.1%
306170.23	1	< 0.1%
265454.14	1	< 0.1%
262315.63	1	< 0.1%
261113.43	1	< 0.1%

KOSTEN_EERSTELIJNS_ONDERSTEUNING
Real number (ℝ)

Distinct	687
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.014788

Minimum	0
Maximum	753.88
Zeros	58122
Zeros (%)	42.5%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1.88
Q3	5.64
95-th percentile	35.72
Maximum	753.88
Range	753.88
Interquartile range (IQR)	5.64

Descriptive statistics

Standard deviation	25.490399
Coefficient of variation (CV)	3.1804209
Kurtosis	64.744321
Mean	8.014788
Median Absolute Deviation (MAD)	1.88
Skewness	6.9966261
Sum	1097352.7
Variance	649.76046
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	58122	42.5%
1.88	26573	19.4%
3.76	13272	9.7%
5.64	7216	5.3%
7.52	4389	3.2%
9.4	2690	2.0%
11.28	1991	1.5%
13.16	1389	1.0%
15.04	1131	0.8%
1.41	977	0.7%
Other values (677)	19166	14.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	58122	42.5%
0.47	384	0.3%
0.94	412	0.3%
1.41	977	0.7%
1.88	26573	19.4%
2.35	274	0.2%
2.82	329	0.2%
3.29	817	0.6%
3.76	13272	9.7%
4.23	177	0.1%

Value	Count	Frequency (%)
753.88	1	< 0.1%
452.61	1	< 0.1%
447.91	1	< 0.1%
429.11	1	< 0.1%
412.66	1	< 0.1%
402.32	1	< 0.1%
401.85	1	< 0.1%
399.5	1	< 0.1%
398.56	1	< 0.1%
395.27	1	< 0.1%

KOSTEN_GERIATRISCHE_REVALIDATIEZORG
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	11575
Distinct (%)	8.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5202.7493

Minimum	0
Maximum	917725.19
Zeros	113073
Zeros (%)	82.6%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	33003.253
Maximum	917725.19
Range	917725.19
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	18580.47
Coefficient of variation (CV)	3.5712792
Kurtosis	231.60991
Mean	5202.7493
Median Absolute Deviation (MAD)	0
Skewness	10.055089
Sum	7.1233963 × 10⁸
Variance	3.4523388 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	113073	82.6%
10821.25	408	0.3%
10663.03	277	0.2%
12914.82	201	0.1%
19172.94	184	0.1%
5677.02	182	0.1%
10932.81	167	0.1%
5594.02	154	0.1%
14034.6	149	0.1%
18892.62	144	0.1%
Other values (11565)	21977	16.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	113073	82.6%
256.93	1	< 0.1%
258.05	1	< 0.1%
262.08	1	< 0.1%
263.42	1	< 0.1%
263.61	1	< 0.1%
293.39	1	< 0.1%
293.41	2	< 0.1%
296.39	1	< 0.1%
296.4	1	< 0.1%

Value	Count	Frequency (%)
917725.19	1	< 0.1%
838777.4	1	< 0.1%
799103	1	< 0.1%
775131.87	1	< 0.1%
646977.02	1	< 0.1%
631471.51	1	< 0.1%
600087.92	1	< 0.1%
592651.66	1	< 0.1%
583976.09	1	< 0.1%
499252.04	1	< 0.1%

KOSTEN_VERPLEGING_EN_VERZORGING
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	67257
Distinct (%)	49.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25079.221

Minimum	-2784.46
Maximum	5598974.6
Zeros	63022
Zeros (%)	46.0%
Negative	3
Negative (%)	< 0.1%
Memory size	1.0 MiB

Quantile statistics

Minimum	-2784.46
5-th percentile	0
Q1	0
median	244.635
Q3	18909.315
95-th percentile	121325.88
Maximum	5598974.6
Range	5601759.1
Interquartile range (IQR)	18909.315

Descriptive statistics

Standard deviation	84878.18
Coefficient of variation (CV)	3.3844025
Kurtosis	463.31233
Mean	25079.221
Median Absolute Deviation (MAD)	244.635
Skewness	15.294696
Sum	3.4337467 × 10⁹
Variance	7.2043055 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	63022	46.0%
682	159	0.1%
1364	59	< 0.1%
162.96	54	< 0.1%
53.52	40	< 0.1%
722	40	< 0.1%
108.96	37	< 0.1%
54.48	35	< 0.1%
163.44	33	< 0.1%
81.72	32	< 0.1%
Other values (67247)	73405	53.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-2784.46	1	< 0.1%
-1374.84	1	< 0.1%
-988.26	1	< 0.1%
0	63022	46.0%
3.77	1	< 0.1%
4.26	1	< 0.1%
4.34	1	< 0.1%
4.41	1	< 0.1%
4.44	3	< 0.1%
4.46	1	< 0.1%

Value	Count	Frequency (%)
5598974.62	1	< 0.1%
4198428.66	1	< 0.1%
3974729.99	1	< 0.1%
3292775.15	1	< 0.1%
3285374.97	1	< 0.1%
3232666.39	1	< 0.1%
3098720.72	1	< 0.1%
2990976.75	1	< 0.1%
2699196.45	1	< 0.1%
2677345.29	1	< 0.1%

KOSTEN_OVERIG
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	58737
Distinct (%)	42.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3979.0777

Minimum	-1432.6
Maximum	834029.68
Zeros	48825
Zeros (%)	35.7%
Negative	7
Negative (%)	< 0.1%
Memory size	1.0 MiB

Quantile statistics

Minimum	-1432.6
5-th percentile	0
Q1	0
median	253.2
Q3	1969.3775
95-th percentile	20354.397
Maximum	834029.68
Range	835462.28
Interquartile range (IQR)	1969.3775

Descriptive statistics

Standard deviation	13933.26
Coefficient of variation (CV)	3.5016305
Kurtosis	335.87418
Mean	3979.0777
Median Absolute Deviation (MAD)	253.2
Skewness	12.631014
Sum	5.4479941 × 10⁸
Variance	1.9413573 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	48825	35.7%
90	886	0.6%
63.03	756	0.6%
354.76	471	0.3%
72.74	436	0.3%
98.91	377	0.3%
2222.36	370	0.3%
262.39	357	0.3%
50.19	356	0.3%
67.86	354	0.3%
Other values (58727)	83728	61.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1432.6	1	< 0.1%
-761.82	1	< 0.1%
-564.29	1	< 0.1%
-119.78	1	< 0.1%
-114.66	1	< 0.1%
-56.04	1	< 0.1%
-31.95	1	< 0.1%
0	48825	35.7%
1	1	< 0.1%
3	1	< 0.1%

Value	Count	Frequency (%)
834029.68	1	< 0.1%
762560.69	1	< 0.1%
548580.59	1	< 0.1%
495262.09	1	< 0.1%
477522.07	1	< 0.1%
449540.1	1	< 0.1%
437208.27	1	< 0.1%
415266.05	1	< 0.1%
395285.25	1	< 0.1%
384571.36	1	< 0.1%

Auto

Heatmap
Table

	POSTCODE_3	AANTAL_BSN	AANTAL_VERZEKERDEJAREN	KOSTEN_MEDISCH_SPECIALISTISCHE_ZORG	KOSTEN_FARMACIE	KOSTEN_SPECIALISTISCHE_GGZ	KOSTEN_HUISARTS_INSCHRIJFTARIEF	KOSTEN_HUISARTS_CONSULT	KOSTEN_HUISARTS_MDZ	KOSTEN_HUISARTS_OVERIG	KOSTEN_HULPMIDDELEN	KOSTEN_MONDZORG	KOSTEN_PARAMEDISCHE_ZORG_FYSIOTHERAPIE	KOSTEN_PARAMEDISCHE_ZORG_OVERIG	KOSTEN_ZIEKENVERVOER_ZITTEND	KOSTEN_ZIEKENVERVOER_LIGGEND	KOSTEN_KRAAMZORG	KOSTEN_VERLOSKUNDIGE_ZORG	KOSTEN_GENERALISTISCHE_BASIS_GGZ	KOSTEN_LANGDURIGE_GGZ	KOSTEN_GRENSOVERSCHRIJDENDE_ZORG	KOSTEN_EERSTELIJNS_ONDERSTEUNING	KOSTEN_GERIATRISCHE_REVALIDATIEZORG	KOSTEN_VERPLEGING_EN_VERZORGING	KOSTEN_OVERIG	GESLACHT	LEEFTIJDSKLASSE
POSTCODE_3	1.000	-0.276	-0.274	-0.211	-0.193	-0.118	-0.281	-0.213	-0.136	-0.222	-0.148	-0.106	-0.171	-0.193	-0.050	-0.181	-0.028	-0.023	-0.156	-0.014	-0.268	0.176	-0.071	-0.076	-0.124	0.000	0.000
AANTAL_BSN	-0.276	1.000	0.997	0.688	0.625	0.525	0.969	0.770	0.458	0.903	0.524	0.500	0.562	0.572	0.320	0.494	0.076	0.077	0.507	0.123	0.583	0.351	0.069	0.206	0.437	1.000	1.000
AANTAL_VERZEKERDEJAREN	-0.274	0.997	1.000	0.677	0.623	0.531	0.974	0.768	0.461	0.897	0.525	0.506	0.555	0.571	0.323	0.485	0.079	0.080	0.513	0.123	0.585	0.355	0.065	0.202	0.434	1.000	1.000
KOSTEN_MEDISCH_SPECIALISTISCHE_ZORG	-0.211	0.688	0.677	1.000	0.883	0.453	0.765	0.843	0.767	0.759	0.800	0.399	0.599	0.472	0.547	0.806	0.024	0.021	0.372	0.098	0.491	0.103	0.425	0.640	0.554	1.000	1.000
KOSTEN_FARMACIE	-0.193	0.625	0.623	0.883	1.000	0.476	0.731	0.835	0.829	0.713	0.843	0.374	0.568	0.416	0.512	0.796	-0.066	-0.067	0.369	0.103	0.460	0.073	0.458	0.703	0.548	0.007	0.000
KOSTEN_SPECIALISTISCHE_GGZ	-0.118	0.525	0.531	0.453	0.476	1.000	0.512	0.517	0.377	0.470	0.337	-0.043	0.096	0.072	0.264	0.380	0.278	0.280	0.678	0.155	0.363	0.208	0.062	0.169	0.195	0.000	0.000
KOSTEN_HUISARTS_INSCHRIJFTARIEF	-0.281	0.969	0.974	0.765	0.731	0.512	1.000	0.840	0.585	0.923	0.647	0.550	0.616	0.607	0.385	0.601	0.034	0.034	0.467	0.121	0.591	0.299	0.205	0.355	0.514	1.000	1.000
KOSTEN_HUISARTS_CONSULT	-0.213	0.770	0.768	0.843	0.835	0.517	0.840	1.000	0.728	0.824	0.750	0.409	0.587	0.535	0.456	0.723	0.101	0.103	0.451	0.107	0.514	0.179	0.364	0.564	0.555	0.000	0.025
KOSTEN_HUISARTS_MDZ	-0.136	0.458	0.461	0.767	0.829	0.377	0.585	0.728	1.000	0.547	0.766	0.342	0.478	0.305	0.469	0.725	-0.161	-0.164	0.263	0.082	0.374	0.013	0.469	0.689	0.483	0.000	0.031
KOSTEN_HUISARTS_OVERIG	-0.222	0.903	0.897	0.759	0.713	0.470	0.923	0.824	0.547	1.000	0.634	0.479	0.584	0.607	0.363	0.625	0.062	0.064	0.433	0.110	0.524	0.322	0.239	0.390	0.517	1.000	1.000
KOSTEN_HULPMIDDELEN	-0.148	0.524	0.525	0.800	0.843	0.337	0.647	0.750	0.766	0.634	1.000	0.425	0.584	0.459	0.497	0.741	-0.110	-0.114	0.240	0.079	0.382	0.028	0.499	0.738	0.565	0.021	0.110
KOSTEN_MONDZORG	-0.106	0.500	0.506	0.399	0.374	-0.043	0.550	0.409	0.342	0.479	0.425	1.000	0.610	0.600	0.249	0.320	-0.256	-0.255	-0.058	0.032	0.297	0.114	0.207	0.282	0.365	0.007	0.062
KOSTEN_PARAMEDISCHE_ZORG_FYSIOTHERAPIE	-0.171	0.562	0.555	0.599	0.568	0.096	0.616	0.587	0.478	0.584	0.584	0.610	1.000	0.597	0.344	0.492	-0.184	-0.183	0.062	0.046	0.382	0.049	0.309	0.446	0.440	0.024	0.041
KOSTEN_PARAMEDISCHE_ZORG_OVERIG	-0.193	0.572	0.571	0.472	0.416	0.072	0.607	0.535	0.305	0.607	0.459	0.600	0.597	1.000	0.253	0.362	-0.025	-0.024	0.087	0.041	0.327	0.128	0.232	0.312	0.465	0.038	0.110
KOSTEN_ZIEKENVERVOER_ZITTEND	-0.050	0.320	0.323	0.547	0.512	0.264	0.385	0.456	0.469	0.363	0.497	0.249	0.344	0.253	1.000	0.450	-0.040	-0.041	0.190	0.055	0.273	0.034	0.288	0.430	0.359	0.005	0.032
KOSTEN_ZIEKENVERVOER_LIGGEND	-0.181	0.494	0.485	0.806	0.796	0.380	0.601	0.723	0.725	0.625	0.741	0.320	0.492	0.362	0.450	1.000	-0.087	-0.090	0.262	0.095	0.371	0.032	0.522	0.681	0.515	0.000	0.048
KOSTEN_KRAAMZORG	-0.028	0.076	0.079	0.024	-0.066	0.278	0.034	0.101	-0.161	0.062	-0.110	-0.256	-0.184	-0.025	-0.040	-0.087	1.000	0.965	0.338	0.013	0.069	0.095	-0.166	-0.192	-0.052	0.050	0.080
KOSTEN_VERLOSKUNDIGE_ZORG	-0.023	0.077	0.080	0.021	-0.067	0.280	0.034	0.103	-0.164	0.064	-0.114	-0.255	-0.183	-0.024	-0.041	-0.090	0.965	1.000	0.340	0.013	0.070	0.099	-0.169	-0.194	-0.060	0.037	0.058
KOSTEN_GENERALISTISCHE_BASIS_GGZ	-0.156	0.507	0.513	0.372	0.369	0.678	0.467	0.451	0.263	0.433	0.240	-0.058	0.062	0.087	0.190	0.262	0.338	0.340	1.000	0.123	0.337	0.238	-0.057	0.058	0.117	0.013	0.017
KOSTEN_LANGDURIGE_GGZ	-0.014	0.123	0.123	0.098	0.103	0.155	0.121	0.107	0.082	0.110	0.079	0.032	0.046	0.041	0.055	0.095	0.013	0.013	0.123	1.000	0.083	0.061	0.017	0.045	0.054	0.014	0.022
KOSTEN_GRENSOVERSCHRIJDENDE_ZORG	-0.268	0.583	0.585	0.491	0.460	0.363	0.591	0.514	0.374	0.524	0.382	0.297	0.382	0.327	0.273	0.371	0.069	0.070	0.337	0.083	1.000	0.108	0.098	0.206	0.289	1.000	1.000
KOSTEN_EERSTELIJNS_ONDERSTEUNING	0.176	0.351	0.355	0.103	0.073	0.208	0.299	0.179	0.013	0.322	0.028	0.114	0.049	0.128	0.034	0.032	0.095	0.099	0.238	0.061	0.108	1.000	-0.160	-0.108	0.044	0.006	0.013
KOSTEN_GERIATRISCHE_REVALIDATIEZORG	-0.071	0.069	0.065	0.425	0.458	0.062	0.205	0.364	0.469	0.239	0.499	0.207	0.309	0.232	0.288	0.522	-0.166	-0.169	-0.057	0.017	0.098	-0.160	1.000	0.580	0.376	0.049	0.099
KOSTEN_VERPLEGING_EN_VERZORGING	-0.076	0.206	0.202	0.640	0.703	0.169	0.355	0.564	0.689	0.390	0.738	0.282	0.446	0.312	0.430	0.681	-0.192	-0.194	0.058	0.045	0.206	-0.108	0.580	1.000	0.479	0.042	0.166
KOSTEN_OVERIG	-0.124	0.437	0.434	0.554	0.548	0.195	0.514	0.555	0.483	0.517	0.565	0.365	0.440	0.465	0.359	0.515	-0.052	-0.060	0.117	0.054	0.289	0.044	0.376	0.479	1.000	0.013	0.088
GESLACHT	0.000	1.000	1.000	1.000	0.007	0.000	1.000	0.000	0.000	1.000	0.021	0.007	0.024	0.038	0.005	0.000	0.050	0.037	0.013	0.014	1.000	0.006	0.049	0.042	0.013	1.000	0.000
LEEFTIJDSKLASSE	0.000	1.000	1.000	1.000	0.000	0.000	1.000	0.025	0.031	1.000	0.110	0.062	0.041	0.110	0.032	0.048	0.080	0.058	0.017	0.022	1.000	0.013	0.099	0.166	0.088	0.000	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	GESLACHT	LEEFTIJDSKLASSE	POSTCODE_3	AANTAL_BSN	AANTAL_VERZEKERDEJAREN	KOSTEN_MEDISCH_SPECIALISTISCHE_ZORG	KOSTEN_FARMACIE	KOSTEN_SPECIALISTISCHE_GGZ	KOSTEN_HUISARTS_INSCHRIJFTARIEF	KOSTEN_HUISARTS_CONSULT	KOSTEN_HUISARTS_MDZ	KOSTEN_HUISARTS_OVERIG	KOSTEN_HULPMIDDELEN	KOSTEN_MONDZORG	KOSTEN_PARAMEDISCHE_ZORG_FYSIOTHERAPIE	KOSTEN_PARAMEDISCHE_ZORG_OVERIG	KOSTEN_ZIEKENVERVOER_ZITTEND	KOSTEN_ZIEKENVERVOER_LIGGEND	KOSTEN_KRAAMZORG	KOSTEN_VERLOSKUNDIGE_ZORG	KOSTEN_GENERALISTISCHE_BASIS_GGZ	KOSTEN_LANGDURIGE_GGZ	KOSTEN_GRENSOVERSCHRIJDENDE_ZORG	KOSTEN_EERSTELIJNS_ONDERSTEUNING	KOSTEN_GERIATRISCHE_REVALIDATIEZORG	KOSTEN_VERPLEGING_EN_VERZORGING	KOSTEN_OVERIG
0	NaN	NaN	NaN	356551	196219.74	46978766.76	8368957.11	7669881.83	3973069.45	1261062.66	793129.65	3402557.07	1675945.12	938749.29	340085.91	258441.47	136850.0	1863993.75	923607.73	845092.35	526191.06	120330.77	38535043.17	753.88	281934.95	696777.02	495262.09
1	M	0	0.0	330	145.14	1124998.02	25381.10	0.00	5278.15	6296.83	122.14	12654.51	1338.10	2062.27	16851.35	2565.80	0.0	11936.65	0.00	0.00	0.00	0.00	4178.53	46.06	0.00	0.00	0.00
2	M	0	101.0	579	278.41	1786934.26	32112.93	0.00	8995.67	11378.90	619.71	21995.33	1736.69	219.51	18708.97	122.80	0.0	13096.15	0.00	0.00	0.00	0.00	5221.25	6.58	0.00	200.25	2211.57
3	M	0	102.0	312	157.66	950071.25	12782.99	0.00	5950.24	7131.80	135.57	17602.21	1024.39	97.59	10164.69	265.28	0.0	9365.32	0.00	0.00	0.00	0.00	1206.22	3.76	0.00	0.00	131.87
4	M	0	103.0	341	166.93	1344150.91	24840.02	0.00	5616.56	7491.80	195.65	19003.18	6021.99	223.19	11792.31	561.50	0.0	10201.43	0.00	0.00	0.00	0.00	293.44	4.23	0.00	3333.95	445.49
5	M	0	105.0	957	454.98	2704233.24	49095.53	0.00	16008.61	19426.95	1307.59	43927.74	7059.73	539.31	30362.55	1097.20	0.0	31900.82	0.00	0.00	0.00	0.00	2435.03	10.34	0.00	176.67	593.30
6	M	0	106.0	1099	546.94	4142347.50	90956.51	0.00	20634.17	26067.42	1652.98	73371.20	8767.51	65.09	47360.31	2185.77	0.0	37907.35	0.00	0.00	0.00	0.00	4916.79	11.75	0.00	843.36	1549.87
7	M	0	107.0	653	327.82	2460736.56	66963.34	0.00	11042.90	13761.07	2920.73	29109.52	7507.39	841.46	37536.90	2384.04	0.0	23290.24	0.00	0.00	0.00	0.00	6923.86	5.17	0.00	9170.22	570.07
8	M	0	108.0	285	143.23	1171622.52	33917.01	0.00	4768.53	6665.66	1576.62	15280.09	2583.47	149.55	15982.32	159.50	0.0	13941.08	0.00	0.00	0.00	0.00	44956.42	0.47	0.00	844.44	153.20
9	M	0	109.0	572	286.34	1566585.25	48131.65	0.00	10077.98	12631.00	760.45	31746.88	5188.41	44.56	17210.12	1304.09	0.0	11347.65	0.00	0.00	0.00	0.00	1202.48	8.46	0.00	13.62	105.15

	GESLACHT	LEEFTIJDSKLASSE	POSTCODE_3	AANTAL_BSN	AANTAL_VERZEKERDEJAREN	KOSTEN_MEDISCH_SPECIALISTISCHE_ZORG	KOSTEN_FARMACIE	KOSTEN_SPECIALISTISCHE_GGZ	KOSTEN_HUISARTS_INSCHRIJFTARIEF	KOSTEN_HUISARTS_CONSULT	KOSTEN_HUISARTS_MDZ	KOSTEN_HUISARTS_OVERIG	KOSTEN_HULPMIDDELEN	KOSTEN_MONDZORG	KOSTEN_PARAMEDISCHE_ZORG_FYSIOTHERAPIE	KOSTEN_PARAMEDISCHE_ZORG_OVERIG	KOSTEN_ZIEKENVERVOER_ZITTEND	KOSTEN_ZIEKENVERVOER_LIGGEND	KOSTEN_GENERALISTISCHE_BASIS_GGZ	KOSTEN_GRENSOVERSCHRIJDENDE_ZORG	KOSTEN_EERSTELIJNS_ONDERSTEUNING	KOSTEN_GERIATRISCHE_REVALIDATIEZORG	KOSTEN_VERPLEGING_EN_VERZORGING	KOSTEN_OVERIG
136906	V	90+	986.0	60	55.32	68436.71	46633.44	1990.64	5348.88	22070.38	5363.13	10702.96	40854.99	1214.96	0.00	640.50	0.0	8331.36	0.00	0.00	1.88	0.00	159632.50	26012.70
136907	V	90+	990.0	123	107.37	169368.32	85783.62	19345.63	10120.92	22429.30	7599.02	12402.00	74884.34	1317.76	17015.90	582.20	1330.0	21390.44	1010.26	0.00	0.00	21124.01	616432.26	33011.82
136908	V	90+	991.0	54	47.12	51423.68	53651.95	2101.25	5060.46	27292.24	5858.43	7414.42	43662.20	1057.09	1507.80	700.55	0.0	7662.95	0.00	0.00	0.00	5677.02	264190.64	13587.84
136909	V	90+	993.0	183	166.36	296607.32	143427.38	35774.24	15181.38	26272.75	10969.62	30615.40	109523.55	5642.25	7050.46	1673.30	0.0	36787.59	0.00	252.51	3.76	37599.55	784496.26	34423.08
136910	V	90+	994.0	33	30.93	56171.63	22300.35	5711.65	2622.00	5254.56	3785.28	2848.59	11561.42	208.02	0.00	0.00	0.0	4708.22	0.00	0.00	0.00	19172.94	113591.45	2434.56
136911	V	90+	995.0	97	83.20	172813.87	66113.71	2554.20	7161.40	18886.37	7805.77	17350.11	40173.96	601.98	7668.55	1741.42	0.0	32196.16	0.00	0.00	1.88	89439.64	233745.55	43097.16
136912	V	90+	996.0	44	41.91	54520.26	28462.63	1041.71	3198.84	12674.72	6218.02	5870.82	16935.03	344.95	0.00	0.00	0.0	8858.28	0.00	0.00	0.00	5677.02	227809.89	0.00
136913	V	90+	997.0	24	23.17	52800.38	15782.66	1866.95	2438.46	9265.17	3313.01	3345.80	17489.76	760.94	543.00	274.17	0.0	7321.68	0.00	0.00	0.94	0.00	193640.65	610.20
136914	V	90+	998.0	122	106.33	295089.29	108384.18	27094.79	11169.72	35104.05	8219.95	17497.85	99369.30	884.53	2257.50	3618.57	28.9	37321.47	0.00	0.00	5.17	143678.40	965501.12	22138.04
136915	V	90+	999.0	33	30.00	106264.51	33995.48	4223.83	3303.72	6679.17	3577.74	2842.46	28172.65	176.82	45.15	588.50	6922.4	5750.61	0.00	0.00	0.00	32913.75	81615.40	25823.22

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Math Symbol

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample